Advanced programming and implementation of modern statistical techniques using statistical software such as R. Topics include Monte Carlo simulations, resampling techniques, penalized regression, generalized linear models, robust methods, nonlinear regression, multiple testing adjustment, and smoothing techniques.
Advanced Statistical Applications and Computing
Credit Hours:
3 hours
Prerequisites:
[(STAT 6420 and (STAT 4360/6360 or STAT 4360E/6360E)] or permission of department
Semester Offered:
Fall
Level: